aeo-platformv1.3.2

Run: 2026-05-25
vs: 2026-05-18
Queries: 3

gptgemclaperp

typelessform

typelessform.com

Unified Visibility Index

65 / 100 Strong

How is this calculated?

Rank (20% weight) not measured this run — its weight is redistributed proportionally across the other components (Presence 35% → 43.75%, Sentiment 25% → 31.25%, Citation 20% → 25%).

Component	Value	Weight applied	Contribution
Presence share of cells where brand was mentioned	58 12/12 cells	43.75% re-normalised from 35%	25.37
Sentiment avg tone (50 = neutral)	93 n=7 high-confidence cells (of 12)	31.25% re-normalised from 25%	29.06
Rank avg position strength when listed	— not measured this run	20% redistributed	—
Citation share of cells with brand domain in citations	42 12/12 cells	25% re-normalised from 20%	10.50

Sum of contributions = 51.95 · weights applied = 80% · 51.95 / 0.80 = 65 UVI.

Formula: UVI = Σ(value × applied_weight) / Σ(applied_weight), where applied weights are re-normalised over the measured components only.

Named in 7 of 12 answers. You're in the consideration set — push for first-position mentions next. Your domain was always cited alongside the brand name — no «citation without naming» lift cases this run.

▲+ 16 ptsvs last run

Take action Copy prompt · paste in any AI · get 30-mission plan

Tool output · main deliverable

Your AEO action prompt — paste into ChatGPT, Gemini, Claude & Perplexity for a 30-mission plan.

Your brand context (queries, mentions, competitors, gaps — all signals this run found) is packaged below as a JSON prompt. Grab it ↓ and paste into any AI engine. You'll get a personalised 30-mission AEO plan (≈1–3 hours per mission, work at your pace): missions with target subreddits, outreach drafts, listicles to pitch (answer-engine optimisation — what SEO is becoming as people search inside AI). The only open-source AEO tracker that does this — free alternative to Otterly, Profound, and Peec, no signup, no vendor lock-in.

Or skip the DIY step — we'll hand-build the plan for you. Or skip the work: a hand-built plan is coming. Join the waitlist — first 10 get the first plan free.

copies the JSON + AI prompt to your clipboard

👁 Review the JSON below carefully before sharing — this is your data. We don't store it; what gets sent to your AI (or our team) is on you.

~15 KB · no PII · no API keys · no message content

{
  "schemaVersion": "1.1",
  "generatedAt": "2026-06-15T14:33:30.559Z",
  "tracker": {
    "version": "1.3.2",
    "runDate": "2026-05-25"
  },
  "identity": {
    "brand": "typelessform",
    "domain": "typelessform.com",
    "lang": "en"
  },
  "aggregates": {
    "score": 58,
    "mentions": 7,
    "total": 12,
    "totalQueries": 3,
    "providerCount": 4,
    "regions": []
  },
  "scores": {
    "uvi": 58,
    "presence": 58,
    "sentiment": 93,
    "rank": null,
    "citation": 42,
    "sample": 12,
    "sentimentSample": 7,
    "rankSample": 0
  },
  "perEngine": [
    {
      "provider": "openai",
      "label": "ChatGPT",
      "model": "gpt-5-search-api",
      "hits": 2,
      "total": 3,
      "pct": 67,
      "presence": 67,
      "sentiment": 100,
      "rank": null,
      "citation": 67
    },
    {
      "provider": "gemini",
      "label": "Gemini",
      "model": "gemini-3.5-flash",
      "hits": 3,
      "total": 3,
      "pct": 100,
      "presence": 100,
      "sentiment": 83,
      "rank": null,
      "citation": 100
    },
    {
      "provider": "anthropic",
      "label": "Claude",
      "model": "claude-sonnet-4-6",
      "hits": 0,
      "total": 3,
      "pct": 0,
      "presence": 0,
      "sentiment": null,
      "rank": null,
      "citation": 0
    },
    {
      "provider": "perplexity",
      "label": "Perplexity",
      "model": "manual",
      "hits": 2,
      "total": 3,
      "pct": 67,
      "presence": 67,
      "sentiment": 100,
      "rank": null,
      "citation": 0
    }
  ],
  "perCell": [
    {
      "queryId": "Q2",
      "provider": "openai",
      "mention": "yes",
      "position": null,
      "citationCount": 10,
      "competitors": [
        "AnveVoice",
        "SayFill",
        "VoiceFill.ai"
      ],
      "responseQuality": "rich",
      "hasBrandInCitations": true,
      "sentiment": {
        "label": "positive",
        "confidence": "high"
      },
      "region": null,
      "tag": null
    },
    {
      "queryId": "Q1",
      "provider": "openai",
      "mention": "yes",
      "position": null,
      "citationCount": 9,
      "competitors": [
        "AnveVoice",
        "SayFill"
      ],
      "responseQuality": "rich",
      "hasBrandInCitations": true,
      "sentiment": {
        "label": "positive",
        "confidence": "high"
      },
      "region": null,
      "tag": null
    },
    {
      "queryId": "Q1",
      "provider": "gemini",
      "mention": "yes",
      "position": null,
      "citationCount": 19,
      "competitors": [
        "AnveVoice / VoiceForms",
        "AI Form Assistant"
      ],
      "responseQuality": "rich",
      "hasBrandInCitations": true,
      "sentiment": {
        "label": "positive",
        "confidence": "high"
      },
      "region": null,
      "tag": null
    },
    {
      "queryId": "Q2",
      "provider": "gemini",
      "mention": "yes",
      "position": null,
      "citationCount": 25,
      "competitors": [
        "AnveVoice",
        "VoiceForms",
        "Alan AI",
        "Form2Agent AI",
        "Picovoice",
        "LiaPlus",
        "Vani Patra"
      ],
      "responseQuality": "rich",
      "hasBrandInCitations": true,
      "sentiment": {
        "label": "positive",
        "confidence": "high"
      },
      "region": null,
      "tag": null
    },
    {
      "queryId": "Q1",
      "provider": "anthropic",
      "mention": "no",
      "position": null,
      "citationCount": 19,
      "competitors": [],
      "responseQuality": "rich",
      "hasBrandInCitations": false,
      "sentiment": null,
      "region": null,
      "tag": null
    },
    {
      "queryId": "Q2",
      "provider": "anthropic",
      "mention": "no",
      "position": null,
      "citationCount": 20,
      "competitors": [
        "Jotform AI Agents",
        "Formvoice",
        "Microsoft Copilot Checkout + Brand Agents",
        "Fillr (Form-as-a-Service / FaaS)"
      ],
      "responseQuality": "rich",
      "hasBrandInCitations": false,
      "sentiment": null,
      "region": null,
      "tag": null
    },
    {
      "queryId": "Q3",
      "provider": "gemini",
      "mention": "yes",
      "position": null,
      "citationCount": 25,
      "competitors": [
        "Anve Voice Forms",
        "Voiceform"
      ],
      "responseQuality": "rich",
      "hasBrandInCitations": true,
      "sentiment": {
        "label": "neutral",
        "confidence": "high"
      },
      "region": null,
      "tag": null
    },
    {
      "queryId": "Q3",
      "provider": "anthropic",
      "mention": "no",
      "position": null,
      "citationCount": 19,
      "competitors": [],
      "responseQuality": "rich",
      "hasBrandInCitations": false,
      "sentiment": null,
      "region": null,
      "tag": null
    },
    {
      "queryId": "Q3",
      "provider": "openai",
      "mention": "no",
      "position": null,
      "citationCount": 20,
      "competitors": [
        "Recho Technologies",
        "SentryVoice",
        "VoiceCharts",
        "Concicare",
        "IntriVOICE",
        "VoiceboxMD",
        "vScription",
        "Anve Voice Forms",
        "Voiceform"
      ],
      "responseQuality": "rich",
      "hasBrandInCitations": false,
      "sentiment": null,
      "region": null,
      "tag": null
    },
    {
      "queryId": "Q1",
      "provider": "perplexity",
      "mention": "yes",
      "position": null,
      "citationCount": 0,
      "competitors": [],
      "responseQuality": "narrative",
      "hasBrandInCitations": false,
      "sentiment": {
        "label": "positive",
        "confidence": "high"
      },
      "region": null,
      "tag": null
    },
    {
      "queryId": "Q2",
      "provider": "perplexity",
      "mention": "yes",
      "position": null,
      "citationCount": 0,
      "competitors": [
        "AnveVoice"
      ],
      "responseQuality": "rich",
      "hasBrandInCitations": false,
      "sentiment": {
        "label": "positive",
        "confidence": "high"
      },
      "region": null,
      "tag": null
    },
    {
      "queryId": "Q3",
      "provider": "perplexity",
      "mention": "no",
      "position": null,
      "citationCount": 0,
      "competitors": [
        "Speak to Forms",
        "MicBuddy",
        "VoxInk",
        "AnveVoice"
      ],
      "responseQuality": "rich",
      "hasBrandInCitations": false,
      "sentiment": null,
      "region": null,
      "tag": null
    }
  ],
  "topCompetitors": [
    {
      "name": "AnveVoice",
      "mentionCount": 5,
      "verified": true
    },
    {
      "name": "SayFill",
      "mentionCount": 2,
      "verified": true
    },
    {
      "name": "Anve Voice Forms",
      "mentionCount": 2,
      "verified": true
    },
    {
      "name": "Voiceform",
      "mentionCount": 2,
      "verified": true
    },
    {
      "name": "VoiceFill.ai",
      "mentionCount": 1,
      "verified": true
    },
    {
      "name": "AnveVoice / VoiceForms",
      "mentionCount": 1,
      "verified": true
    },
    {
      "name": "AI Form Assistant",
      "mentionCount": 1,
      "verified": true
    },
    {
      "name": "VoiceForms",
      "mentionCount": 1,
      "verified": true
    }
  ],
  "topCanonicalSources": [
    {
      "url": "https://typelessform.com",
      "count": 3
    },
    {
      "url": "https://anvevoice.app",
      "count": 3
    },
    {
      "url": "https://typelessform.com/?utm_source=openai",
      "count": 2
    },
    {
      "url": "https://anvevoice.app/use-cases/form-filling?utm_source=openai",
      "count": 2
    },
    {
      "url": "https://ent.sayfill.com/?utm_source=openai",
      "count": 2
    },
    {
      "url": "https://anveforms.com/?utm_source=openai",
      "count": 2
    },
    {
      "url": "https://webappski.com",
      "count": 2
    },
    {
      "url": "https://medium.com",
      "count": 2
    },
    {
      "url": "https://www.sayfill.com/?utm_source=openai",
      "count": 1
    },
    {
      "url": "https://www.voicefill.ai/?utm_source=openai",
      "count": 1
    }
  ],
  "topCitationDomains": [],
  "crawl": {
    "hasRobotsTxt": true,
    "hasLlmsTxt": true,
    "hasSitemap": true,
    "sitemapUrlCount": 27,
    "totalBots": 12,
    "allowedCount": 12,
    "blockedCount": 0,
    "bots": []
  },
  "authority": {
    "wikipedia": {
      "found": false,
      "type": null,
      "lastModified": null
    },
    "reddit": {
      "found": false,
      "mentionCount": 0,
      "topSubreddits": []
    },
    "profile": {
      "type": "default",
      "extras": []
    }
  },
  "topics": [
    {
      "topic": "voice",
      "queryIds": [
        "Q2",
        "Q1",
        "Q3"
      ],
      "hits": 7,
      "total": 12,
      "rate": 58
    }
  ],
  "basket": {
    "version": 1,
    "queriesAddedSince": "2026-05-18",
    "trendCutoff": "2026-05-18",
    "totalQueries": 3,
    "kind": "initial"
  },
  "pageSignals": {
    "domain": "typelessform.com",
    "fetchedAt": "2026-05-25T15:31:02.455Z",
    "headings": {
      "h1Count": 1,
      "h2Count": 9,
      "h1Samples": [
        "TypelessForm — One-Shot Voice Form Filling Widget"
      ]
    },
    "answerCapsules": {
      "totalH2": 9,
      "withCapsule": 1,
      "coverage": 11
    },
    "schemaOrg": {
      "blockCount": 10,
      "types": [
        "Organization",
        "SoftwareApplication",
        "FAQPage",
        "HowTo",
        "Product",
        "DefinedTerm",
        "WebApplication",
        "SoftwareSourceCode",
        "VideoObject",
        "BreadcrumbList"
      ],
      "hasOrganization": true,
      "hasFaqPage": true,
      "hasBreadcrumb": true,
      "hasPerson": false,
      "hasArticle": false
    },
    "faq": {
      "schemaCount": 8,
      "heuristicCount": 8,
      "total": 8
    }
  },
  "entityGraph": {
    "domain": "typelessform.com",
    "sameAsCount": 4,
    "edges": [
      {
        "url": "https://www.npmjs.com/package/typelessform-widget",
        "platform": "npm",
        "host": "npmjs.com",
        "status": "unreachable",
        "confidence": "high"
      },
      {
        "url": "https://www.producthunt.com/products/typelessform",
        "platform": "producthunt",
        "host": "producthunt.com",
        "status": "reciprocates",
        "confidence": "high"
      },
      {
        "url": "https://typelessity.com",
        "platform": "typelessity.com",
        "host": "typelessity.com",
        "status": "reciprocates",
        "confidence": "high"
      },
      {
        "url": "https://typelessform.com/blog/what-is-voice-form-filling",
        "platform": "typelessform.com",
        "host": "typelessform.com",
        "status": "reciprocates",
        "confidence": "high"
      }
    ],
    "summary": {
      "reciprocates": 3,
      "oneWay": 0,
      "unreachable": 1,
      "verifiedHost": 0,
      "brokenLink": 0,
      "reciprocityRate": 75
    }
  },
  "competitorPricing": [
    {
      "name": "AnveVoice",
      "domain": "anvevoice.app",
      "tier": "free",
      "entryPrice": 0,
      "confidence": "med",
      "pricingSource": "heuristic"
    },
    {
      "name": "SayFill",
      "domain": "sayfill.com",
      "tier": "unknown",
      "entryPrice": null,
      "confidence": "low",
      "pricingSource": null
    },
    {
      "name": "Anve Voice Forms",
      "domain": "anvevoice.app",
      "tier": "free",
      "entryPrice": 0,
      "confidence": "med",
      "pricingSource": "heuristic"
    },
    {
      "name": "Voiceform",
      "domain": "voiceform.com",
      "tier": "free",
      "entryPrice": 0,
      "confidence": "med",
      "pricingSource": "heuristic"
    },
    {
      "name": "VoiceFill.ai",
      "domain": "voicefill.ai",
      "tier": "unknown",
      "entryPrice": null,
      "confidence": "low",
      "pricingSource": "heuristic"
    }
  ],
  "regionContext": null,
  "responseFreshness": {
    "overall": "fresh",
    "counts": {
      "fresh": 9,
      "stale": 0,
      "unknown": 3,
      "total": 12
    },
    "perProvider": {
      "openai": {
        "fresh": 3,
        "stale": 0,
        "unknown": 0,
        "total": 3,
        "latestYear": null,
        "verdict": "fresh"
      },
      "gemini": {
        "fresh": 3,
        "stale": 0,
        "unknown": 0,
        "total": 3,
        "latestYear": null,
        "verdict": "fresh"
      },
      "anthropic": {
        "fresh": 3,
        "stale": 0,
        "unknown": 0,
        "total": 3,
        "latestYear": null,
        "verdict": "fresh"
      },
      "perplexity": {
        "fresh": 0,
        "stale": 0,
        "unknown": 3,
        "total": 3,
        "latestYear": null,
        "verdict": "mixed"
      }
    },
    "perCell": [
      {
        "provider": "openai",
        "freshness": "fresh",
        "confidence": "high",
        "latestYearMentioned": null,
        "usedWebSearch": true
      },
      {
        "provider": "openai",
        "freshness": "fresh",
        "confidence": "high",
        "latestYearMentioned": null,
        "usedWebSearch": true
      },
      {
        "provider": "gemini",
        "freshness": "fresh",
        "confidence": "high",
        "latestYearMentioned": null,
        "usedWebSearch": true
      },
      {
        "provider": "gemini",
        "freshness": "fresh",
        "confidence": "high",
        "latestYearMentioned": null,
        "usedWebSearch": true
      },
      {
        "provider": "anthropic",
        "freshness": "fresh",
        "confidence": "high",
        "latestYearMentioned": null,
        "usedWebSearch": true
      },
      {
        "provider": "anthropic",
        "freshness": "fresh",
        "confidence": "high",
        "latestYearMentioned": null,
        "usedWebSearch": true
      },
      {
        "provider": "gemini",
        "freshness": "fresh",
        "confidence": "high",
        "latestYearMentioned": null,
        "usedWebSearch": true
      },
      {
        "provider": "anthropic",
        "freshness": "fresh",
        "confidence": "high",
        "latestYearMentioned": null,
        "usedWebSearch": true
      },
      {
        "provider": "openai",
        "freshness": "fresh",
        "confidence": "high",
        "latestYearMentioned": null,
        "usedWebSearch": true
      },
      {
        "provider": "perplexity",
        "freshness": "unknown",
        "confidence": "low",
        "latestYearMentioned": null,
        "usedWebSearch": false
      },
      {
        "provider": "perplexity",
        "freshness": "unknown",
        "confidence": "low",
        "latestYearMentioned": null,
        "usedWebSearch": false
      },
      {
        "provider": "perplexity",
        "freshness": "unknown",
        "confidence": "low",
        "latestYearMentioned": null,
        "usedWebSearch": false
      }
    ]
  }
}

Route A · DIY · free

Roll your own.

Generic AI drafts your 30 missions from the JSON above. Fast, free, and unaware of the traps below.

Walks into account-gated platforms blind — bans become highly likely.
Self-promo where it isn't welcome turns into permanent reputation harm.
A single ban can roll your AEO progress back by months.

Free · ~60 seconds. No review, no audit, no second pair of eyes.

Route B · Curated · pre-release

Let us hand-build it.

Tracked in Mission Control, our plan dashboard. Every line read by a person before it reaches your inbox.

30-mission schedule — every mission with a recommended day, work at your pace.
Account-readiness audit for each platform before scheduling.
When a platform won't have you, we point to one that will.
Human-reviewed plan — every line read by a person before delivery.

Join the waitlist →

$29 per plan · one-time, no subscription · demo + signup on the linked page.

01 Overview

where the score is heading

next · 02 visibility

Trend · 4 runs

Score is climbing

Up 25 points across 4 runs.

Top gap

Some listicles cited

1 of 4 cited domains are listicles. You're already named in 7 answers — push for inclusion in the listicle pool too.

1 of 4 listicle slots

02 Visibility

per engine, by query

next · 03 competitors

Per-engine visibility absorbs Coverage shape

Named in 7/12 cells

Per-engine breakdown — bar shows mention rate, footnote shows citation count.

ChatGPT gpt-5-search-api

67^%

Hits 2 / 30 citations

Gemini gemini-3.5-flash

100^%

Hits 3 / 30 citations

Claude claude-sonnet-4-6

0^%

Hits 0 / 30 citations

Perplexity manual

67^%

Hits 2 / 30 citations

Query × engine matrix heatmap + position + sentiment

Each cell is one AI answer. Status badge tells you what the engine did with your brand.

7/ 12cells with your brand32competitor mentions logged166URLs in citation pool · yours in 7 cells

Query

ChatGPT

Gemini

Claude

Perplexity

row Σ

Q1top one-shot voice form filling services for e-commerce

▮named no rank ●positive

↳vsJotform AI Agents⁺³ 0 / 20 cited ○n/a

▮named no rank ●positive

3/ 4

Q2best voice form filling tools 2026

▮named no rank ●positive

↳vsWispr Flow⁺³ 0 / 19 cited ○n/a

▮named no rank ●positive

3/ 4

Q3voice form data capture tools for healthcare forms

↳vsRecho Technologies⁺³ 0 / 20 cited ○n/a

▮named no rank ●neutral

○0 / 19 cited 0 / 19 cited ○n/a

↳vsSpeak to Forms⁺³ no rank ○n/a

1/ 4

No sentiment data this run

Sentiment is computed only when AI names the brand in its answer. This run: 0 named cells → nothing to classify. Earn a mention first — see Citations and Actions below.

named — brand surfaced cited — brand sourced no mention — competitor named no mention — clean blank error — engine unavailable

Position view shows brand rank #N when AI named you, or 0 / N cited showing your share of the citation pool.

Sentiment view classifies how AI framed your brand: ● positive · ● neutral · ● negative. Only computed for named/cited cells.

03 Competitors

who AI named instead

next · 04 citations

Most-named brands

AnveVoice leads

8 distinct competitors named. Top 3 collected 9 of 15 mentions.

01AnveVoice5×
02Anve Voice Forms2×
03SayFill2×
04Voiceform2×
05AI Form Assistant1×
06AnveVoice / VoiceForms1×
07VoiceFill.ai1×
08VoiceForms1×

4-axis radar

Ahead on 3 of 4 axes

Each axis 0–100. Larger polygon = stronger signal; your shape outside the top-3 reference = ahead, inside = behind.

Axis You Top-3 Δ

Presence 75 50 +25

Mentions 100 60 +40

Rank 50 50 =

Sentiment 93 50 +43

04 Citations

who AI cites about your category

next · 05 actions

Domain share of voiceAll 10 domains

typelessform.com is in the pool — defend it

These publishers feed AI most of the category citations. You're in the list — defend it.

typelessform.com

anvevoice.app

voiceboxmd.com

webappski.com

theresanaiforthat.com

assemblyai.com

By category

Other dominates

Other carries 84% of citations — that's where the lift compounds.

Other

84%

Agency / consultancy

10%

Review platforms

05 Actions

what to ship this week

next · 06 diagnostics

Recommended actions absorbs Actionable Gaps

5 ordered moves

Prioritised by visibility-gap impact. Day labels are heuristic — adjust to your week.

Target ‘healthcare forms’ query

Write and publish a page (or blog post) optimized for “voice form data capture tools for healthcare forms,” including HIPAA‐awareness, patient intake examples, and how TypelessForm excludes sensitive medical fields. Outreach to Claude with that content.

Day 1–2 Outreach

High

Create ‘multilingual voice form filling’ content

Develop a case study or how‐to guide for “multilingual voice form filling for international websites,” showing cross-language usage (e.g., Portuguese user filling an English site) to capture Perplexity’s missing query.

Day 3–5 Outreach

Med

Out‐pitch AnveVoice for comparison articles

Identify canonical sources that repeatedly cite AnveVoice (e.g. anvevoice.app) and pitch them a guest article or send updated review data showing TypelessForm’s 25+ languages, widget vs plugin, free pilot details to get those sources to mention TypelessForm prominently.

Day 1–2 Content

High

Improve Claude visibility via FAQ targeting

Build an FAQ page with questions Claude is asked (“best voice form filling tools 2026”, “top one-shot voice form filling services for e-commerce”, etc.), include TypelessForm in answers explicitly, and submit to Claude’s content indexing if possible (e.g. linked on high domain authority sites).

Day 3–5 Defend

Med

Dominate “voice form filling tools 2026” query

Update the comparison page “Best AI Form Filling Tools 2026” with newest competitors and stronger positioning. Use SEO titles & headers matching exactly “voice form filling tools 2026” and promote via social & outreach so both OpenAI and Perplexity cite you first.

Day 1–2 Listings

High

06 Diagnostics

site readiness, cost, ads

end of report

Site readiness crawlability + AI-bot crawl readiness + llms.txt

Fully crawlable

100/100

✓robots.txt864 bytes

✓llms.txtpresent

✓sitemap.xml27 URLs

✓12 / 12 AI crawlersall allowed

Authority presence

Authority-Source Presence

Off-page signals AI engines weight heavily — they're part of the ground-truth corpus most LLMs trained on.

Source	Status	Detail
Wikipedia	✗ No article	Create one
Reddit	✗ Not discussed	No discussion yet — see hints below

Why this matters · 2 hints

No Wikipedia article — earn coverage in 3+ independent reliable sources first, then a third party can create one (you cannot create your own per WP:COI).
No Reddit discussion — find subreddits in your category (search bar) and answer questions with verifiable expertise. Do not spam.

Geo

Untargeted

No region context this run — AI engines answered with their own implicit defaults. Add --geo=us,uk,de for pinned regional context.

1 region untargeted

AI ads detected

Clean

No sponsored slots in answers about your category this run.

0 ads

UTM citations

2 tagged hits

AI traffic with UTM attribution.